Dataset info
| Number of variables | 15 |
|---|---|
| Number of observations | 1274900 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 154 (< 0.1%) |
| Total size in memory | 494.5 MiB |
| Average record size in memory | 406.7 B |
Variables types
| NUM | 8 |
|---|---|
| CAT | 5 |
| BOOL | 1 |
| DATE | 1 |
Reproduction info
| Date of analysis | 2020-02-18 07:34:18.956449 |
|---|---|
| Version | pandas-profiling v2.4.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download Configuration | config.yaml |
Warnings
| Dataset has 154 (< 0.1%) duplicate rows | Warning |
Dport has 118774 (9.3%) zeros | Zeros |
DstAddr has a high cardinality: 634 distinct values | Warning |
dTos has 879713 (69.0%) zeros | Zeros |
Dur has 19550 (1.5%) zeros | Zeros |
SrcAddr has a high cardinality: 225 distinct values | Warning |
SrcBytes is highly skewed (γ1 = 33.72806189) | Skewed |
SrcBytes has 17444 (1.4%) zeros | Zeros |
State has a high cardinality: 58 distinct values | Warning |
sTos has 1251404 (98.2%) zeros | Zeros |
TotBytes is highly skewed (γ1 = 360.8529499) | Skewed |
TotPkts is highly skewed (γ1 = 102.1367655) | Skewed |
State is highly correlated with Dir | High Correlation |
Dir is highly correlated with State | High Correlation |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| -> | |
|---|---|
| <?> | 58084 |
| ?> | 12357 |
| <-> | 11641 |
| <- | 7 |
| Value | Count | Frequency (%) | |
| -> | 1192811 | 93.6% | |
| <?> | 58084 | 4.6% | |
| ?> | 12357 | 1.0% | |
| <-> | 11641 | 0.9% | |
| <- | 7 | < 0.1% |
Composition
| Contains chars | False |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 5 |
|---|---|
| Mean length | 4.999994509 |
| Min length | 4 |
| Distinct count | 15572 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5767.715885167464 |
|---|---|
| Minimum | 0 |
| Maximum | 65534 |
| Zeros | 118774 |
| Zeros (%) | 9.3% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 443 |
| median | 443 |
| Q3 | 8080 |
| 95-th percentile | 50641 |
| Maximum | 65534 |
| Range | 65534 |
| Interquartile range (IQR) | 7637 |
Descriptive statistics
| Standard deviation | 12904.24816 |
|---|---|
| Coefficient of variation (CV) | 2.237323824 |
| Kurtosis | 11.4478629 |
| Mean | 5767.715885 |
| Median Absolute Deviation (MAD) | 6974.416568 |
| Skewness | 3.503504887 |
| Sum | 7353260982 |
| Variance | 166519620.5 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000e+00 2.00000e+00 1.45000e+01 3.90000e+01 6.00000e+01 ... 5.76205e+04 5.76215e+04 5.83385e+04 6.54485e+04 6.55340e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 443 | 633473 | 49.7% | |
| 8080 | 358866 | 28.1% | |
| 0 | 118774 | 9.3% | |
| 1900 | 56367 | 4.4% | |
| 449 | 8964 | 0.7% | |
| 53 | 7384 | 0.6% | |
| 547 | 5590 | 0.4% | |
| 5355 | 4860 | 0.4% | |
| 546 | 2350 | 0.2% | |
| 445 | 2262 | 0.2% | |
| Other values (15562) | 76010 | 6.0% |
| Value | Count | Frequency (%) | |
| 0 | 118774 | 9.3% | |
| 4 | 437 | < 0.1% | |
| 25 | 52 | < 0.1% | |
| 53 | 7384 | 0.6% | |
| 67 | 158 | < 0.1% |
| Value | Count | Frequency (%) | |
| 65534 | 3 | < 0.1% | |
| 65533 | 4 | < 0.1% | |
| 65532 | 4 | < 0.1% | |
| 65531 | 6 | < 0.1% | |
| 65530 | 3 | < 0.1% |
| Distinct count | 634 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| 239.255.255.250 | 56385 |
|---|---|
| 36.66.107.162 | 28050 |
| 103.4.18.170 | 20800 |
| 87.106.77.193 | 19959 |
| 45.79.186.178 | 19379 |
| Other values (629) |
| Value | Count | Frequency (%) | |
| 239.255.255.250 | 56385 | 4.4% | |
| 36.66.107.162 | 28050 | 2.2% | |
| 103.4.18.170 | 20800 | 1.6% | |
| 87.106.77.193 | 19959 | 1.6% | |
| 45.79.186.178 | 19379 | 1.5% | |
| 46.163.78.94 | 19379 | 1.5% | |
| 82.165.142.107 | 19379 | 1.5% | |
| 81.88.24.211 | 19379 | 1.5% | |
| 62.75.145.252 | 19378 | 1.5% | |
| 178.79.172.45 | 19376 | 1.5% | |
| Other values (624) | 1033436 | 81.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 35 |
|---|---|
| Mean length | 13.23139305 |
| Min length | 7 |
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9461345987920622 |
|---|---|
| Minimum | -1.0 |
| Maximum | 164.0 |
| Zeros | 879713 |
| Zeros (%) | 69.0% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 164 |
| Range | 165 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 18.44552088 |
|---|---|
| Coefficient of variation (CV) | 9.478029369 |
| Kurtosis | 70.71414942 |
| Mean | 1.946134599 |
| Median Absolute Deviation (MAD) | 4.414838723 |
| Skewness | 8.458025833 |
| Sum | 2481127 |
| Variance | 340.2372407 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ -1. -0.5 4. 20. 36. 56. 76. 126. 164. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 879713 | 69.0% | |
| -1 | 374117 | 29.3% | |
| 164 | 15685 | 1.2% | |
| 40 | 3136 | 0.2% | |
| 72 | 1901 | 0.1% | |
| 32 | 171 | < 0.1% | |
| 88 | 147 | < 0.1% | |
| 80 | 27 | < 0.1% | |
| 8 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 374117 | 29.3% | |
| 0 | 879713 | 69.0% | |
| 8 | 3 | < 0.1% | |
| 32 | 171 | < 0.1% | |
| 40 | 3136 | 0.2% |
| Value | Count | Frequency (%) | |
| 164 | 15685 | 1.2% | |
| 88 | 147 | < 0.1% | |
| 80 | 27 | < 0.1% | |
| 72 | 1901 | 0.1% | |
| 40 | 3136 | 0.2% |
| Distinct count | 517021 |
|---|---|
| Unique (%) | 40.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 278.54504866455954 |
|---|---|
| Minimum | 0.0 |
| Maximum | 3600.0 |
| Zeros | 19550 |
| Zeros (%) | 1.5% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.000176 |
| Q1 | 0.420203 |
| median | 8.998371 |
| Q3 | 76.301514 |
| 95-th percentile | 3505.510742 |
| Maximum | 3600 |
| Range | 3600 |
| Interquartile range (IQR) | 75.881311 |
Descriptive statistics
| Standard deviation | 879.6331257 |
|---|---|
| Coefficient of variation (CV) | 3.157956424 |
| Kurtosis | 9.337380911 |
| Mean | 278.5450487 |
| Median Absolute Deviation (MAD) | 452.6495024 |
| Skewness | 3.347057964 |
| Sum | 355117082.5 |
| Variance | 773754.4359 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000000e+00 2.00000000e-06 2.85000000e-05 6.15000000e-05 1.03500000e-04 ... 3.59999524e+03 3.59999670e+03 3.59999915e+03 3.59999988e+03 3.60000000e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 19550 | 1.5% | |
| 0.000158 | 1092 | 0.1% | |
| 0.000155 | 1051 | 0.1% | |
| 0.000149 | 1048 | 0.1% | |
| 0.000159 | 1047 | 0.1% | |
| 0.00015 | 1045 | 0.1% | |
| 0.000153 | 1041 | 0.1% | |
| 0.000148 | 1038 | 0.1% | |
| 0.000156 | 1026 | 0.1% | |
| 0.000147 | 1024 | 0.1% | |
| Other values (517011) | 1245938 | 97.7% |
| Value | Count | Frequency (%) | |
| 0 | 19550 | 1.5% | |
| 4e-06 | 4 | < 0.1% | |
| 5e-06 | 4 | < 0.1% | |
| 6e-06 | 3 | < 0.1% | |
| 7e-06 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3600 | 49 | < 0.1% | |
| 3599.999756 | 48 | < 0.1% | |
| 3599.999512 | 46 | < 0.1% | |
| 3599.999268 | 23 | < 0.1% | |
| 3599.999023 | 15 | < 0.1% |
Label
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 995086 | 78.1% | |
| 0 | 279814 | 21.9% |
Proto
Categorical
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| tcp | |
|---|---|
| ipv6-icmp | 118979 |
| udp | 79032 |
| llc | 190 |
| 46846 | 24 |
| Other values (6) | 34 |
| Value | Count | Frequency (%) | |
| tcp | 1076641 | 84.4% | |
| ipv6-icmp | 118979 | 9.3% | |
| udp | 79032 | 6.2% | |
| llc | 190 | < 0.1% | |
| 46846 | 24 | < 0.1% | |
| rtcp | 14 | < 0.1% | |
| 47413 | 12 | < 0.1% | |
| rtp | 2 | < 0.1% | |
| 24533 | 2 | < 0.1% | |
| 30718 | 2 | < 0.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 9 |
|---|---|
| Mean length | 3.560021963 |
| Min length | 3 |
Sport
Real number (ℝ≥0)
| Distinct count | 18105 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48384.84700054906 |
|---|---|
| Minimum | 0 |
| Maximum | 65534 |
| Zeros | 47 |
| Zeros (%) | < 0.1% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 50643 |
| median | 55062 |
| Q3 | 59876 |
| 95-th percentile | 64325 |
| Maximum | 65534 |
| Range | 65534 |
| Interquartile range (IQR) | 9233 |
Descriptive statistics
| Standard deviation | 19961.10736 |
|---|---|
| Coefficient of variation (CV) | 0.4125487336 |
| Kurtosis | 1.362940059 |
| Mean | 48384.847 |
| Median Absolute Deviation (MAD) | 14139.89247 |
| Skewness | -1.725002047 |
| Sum | 6.168584144e+10 |
| Variance | 398445806.9 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-01 2.70000e+01 6.75000e+01 9.90000e+01 ... 6.28505e+04 6.42665e+04 6.54425e+04 6.55335e+04 6.55340e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 130 | 85351 | 6.7% | |
| 135 | 31217 | 2.4% | |
| 10125 | 10952 | 0.9% | |
| 10126 | 10503 | 0.8% | |
| 10121 | 9157 | 0.7% | |
| 10120 | 9153 | 0.7% | |
| 10118 | 9152 | 0.7% | |
| 10117 | 9151 | 0.7% | |
| 8080 | 8098 | 0.6% | |
| 546 | 5590 | 0.4% | |
| Other values (18095) | 1086576 | 85.2% |
| Value | Count | Frequency (%) | |
| 0 | 47 | < 0.1% | |
| 1 | 622 | < 0.1% | |
| 53 | 19 | < 0.1% | |
| 67 | 11 | < 0.1% | |
| 68 | 158 | < 0.1% |
| Value | Count | Frequency (%) | |
| 65534 | 52 | < 0.1% | |
| 65533 | 49 | < 0.1% | |
| 65532 | 49 | < 0.1% | |
| 65531 | 48 | < 0.1% | |
| 65530 | 47 | < 0.1% |
| Distinct count | 225 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| 10.0.2.102 | |
|---|---|
| 192.168.1.115 | 133465 |
| 192.168.1.122 | 114129 |
| 192.168.1.124 | 82916 |
| 192.168.1.121 | 80099 |
| Other values (220) |
| Value | Count | Frequency (%) | |
| 10.0.2.102 | 161551 | 12.7% | |
| 192.168.1.115 | 133465 | 10.5% | |
| 192.168.1.122 | 114129 | 9.0% | |
| 192.168.1.124 | 82916 | 6.5% | |
| 192.168.1.121 | 80099 | 6.3% | |
| 192.168.1.127 | 77092 | 6.0% | |
| 192.168.1.125 | 70581 | 5.5% | |
| 192.168.1.2 | 58068 | 4.6% | |
| 192.168.1.118 | 44508 | 3.5% | |
| 192.168.1.113 | 44244 | 3.5% | |
| Other values (215) | 408247 | 32.0% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 35 |
|---|---|
| Mean length | 13.68688917 |
| Min length | 2 |
| Distinct count | 2852 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 777.1835893011216 |
|---|---|
| Minimum | 0 |
| Maximum | 214850 |
| Zeros | 17444 |
| Zeros (%) | 1.4% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 172 |
| Q1 | 194 |
| median | 864 |
| Q3 | 977 |
| 95-th percentile | 2494 |
| Maximum | 214850 |
| Range | 214850 |
| Interquartile range (IQR) | 783 |
Descriptive statistics
| Standard deviation | 1059.434673 |
|---|---|
| Coefficient of variation (CV) | 1.363171698 |
| Kurtosis | 3757.499125 |
| Mean | 777.1835893 |
| Median Absolute Deviation (MAD) | 498.6688795 |
| Skewness | 33.72806189 |
| Sum | 990831358 |
| Variance | 1122401.827 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000e+00 2.70000e+01 5.70000e+01 6.10000e+01 6.30000e+01 ... 4.07510e+04 4.93440e+04 5.56800e+04 8.84185e+04 2.14850e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 194 | 225869 | 17.7% | |
| 318 | 121148 | 9.5% | |
| 956 | 109284 | 8.6% | |
| 172 | 68635 | 5.4% | |
| 864 | 49613 | 3.9% | |
| 954 | 46063 | 3.6% | |
| 1063 | 39771 | 3.1% | |
| 1015 | 38813 | 3.0% | |
| 1068 | 30834 | 2.4% | |
| 314 | 30473 | 2.4% | |
| Other values (2842) | 514397 | 40.3% |
| Value | Count | Frequency (%) | |
| 0 | 17444 | 1.4% | |
| 54 | 6 | < 0.1% | |
| 60 | 160 | < 0.1% | |
| 62 | 23 | < 0.1% | |
| 64 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 214850 | 2 | < 0.1% | |
| 136894 | 1 | < 0.1% | |
| 135080 | 1 | < 0.1% | |
| 91394 | 1 | < 0.1% | |
| 85443 | 1 | < 0.1% |
StartTime
Date
| Distinct count | 1274020 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| Minimum | 1970-01-01 01:00:00 |
|---|---|
| Maximum | 1970-03-05 01:19:27.214865 |
Histogram
| Distinct count | 58 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 MiB |
| FSPA_FSPA | |
|---|---|
| S_ | |
| SRPA_SA | |
| SRPA_SPA | 106300 |
| FSPA_FSRPA | 95665 |
| Other values (53) |
| Value | Count | Frequency (%) | |
| FSPA_FSPA | 184710 | 14.5% | |
| S_ | 175128 | 13.7% | |
| SRPA_SA | 152375 | 12.0% | |
| SRPA_SPA | 106300 | 8.3% | |
| FSPA_FSRPA | 95665 | 7.5% | |
| MRQ | 85351 | 6.7% | |
| INT | 70411 | 5.5% | |
| FSRPA_SA | 58378 | 4.6% | |
| PA_R | 56624 | 4.4% | |
| S_RA | 53613 | 4.2% | |
| Other values (48) | 236345 | 18.5% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | False |
Length
| Max length | 11 |
|---|---|
| Mean length | 6.26635893 |
| Min length | 2 |
| Distinct count | 150 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6381465212957879 |
|---|---|
| Minimum | -1.0 |
| Maximum | 255.0 |
| Zeros | 1251404 |
| Zeros (%) | 98.2% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 255 |
| Range | 256 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.21568738 |
|---|---|
| Coefficient of variation (CV) | 16.00837275 |
| Kurtosis | 265.8055822 |
| Mean | 0.6381465213 |
| Median Absolute Deviation (MAD) | 1.298195917 |
| Skewness | 16.20275946 |
| Sum | 813573 |
| Variance | 104.3602687 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ -1. -0.5 0.5 8.5 14.5 ... 238.5 239.5 247.5 248.5 255. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 1251404 | 98.2% | |
| -1 | 17676 | 1.4% | |
| 164 | 4266 | 0.3% | |
| 40 | 717 | 0.1% | |
| 16 | 44 | < 0.1% | |
| 225 | 36 | < 0.1% | |
| 44 | 31 | < 0.1% | |
| 23 | 28 | < 0.1% | |
| 24 | 26 | < 0.1% | |
| 239 | 24 | < 0.1% | |
| Other values (140) | 648 | 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 17676 | 1.4% | |
| 0 | 1251404 | 98.2% | |
| 1 | 2 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 2 | < 0.1% | |
| 253 | 2 | < 0.1% | |
| 251 | 2 | < 0.1% | |
| 249 | 2 | < 0.1% | |
| 248 | 19 | < 0.1% |
| Distinct count | 5270 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1978.9317099380344 |
|---|---|
| Minimum | 54 |
| Maximum | 8036184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 54 |
|---|---|
| 5-th percentile | 194 |
| Q1 | 374 |
| median | 1129 |
| Q3 | 3010 |
| 95-th percentile | 4323 |
| Maximum | 8036184 |
| Range | 8036130 |
| Interquartile range (IQR) | 2636 |
Descriptive statistics
| Standard deviation | 10715.74987 |
|---|---|
| Coefficient of variation (CV) | 5.414916449 |
| Kurtosis | 251406.1358 |
| Mean | 1978.93171 |
| Median Absolute Deviation (MAD) | 1696.971828 |
| Skewness | 360.8529499 |
| Sum | 2522940037 |
| Variance | 114827295.2 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[5.400000e+01 5.700000e+01 6.100000e+01 6.300000e+01 6.500000e+01 ... 5.773820e+05 5.788320e+05 5.845685e+05 6.756830e+05 8.036184e+06], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 194 | 172265 | 13.5% | |
| 438 | 121144 | 9.5% | |
| 226 | 56622 | 4.4% | |
| 374 | 53381 | 4.2% | |
| 864 | 49530 | 3.9% | |
| 1717 | 49238 | 3.9% | |
| 1130 | 40380 | 3.2% | |
| 3981 | 38557 | 3.0% | |
| 430 | 31808 | 2.5% | |
| 1720 | 27587 | 2.2% | |
| Other values (5260) | 634388 | 49.8% |
| Value | Count | Frequency (%) | |
| 54 | 1 | < 0.1% | |
| 60 | 160 | < 0.1% | |
| 62 | 23 | < 0.1% | |
| 64 | 2 | < 0.1% | |
| 66 | 2852 | 0.2% |
| Value | Count | Frequency (%) | |
| 8036184 | 1 | < 0.1% | |
| 2580077 | 1 | < 0.1% | |
| 893155 | 1 | < 0.1% | |
| 682079 | 1 | < 0.1% | |
| 669287 | 1 | < 0.1% |
| Distinct count | 318 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.78514393285748 |
|---|---|
| Minimum | 1 |
| Maximum | 6055 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 9 |
| Q3 | 17 |
| 95-th percentile | 29 |
| Maximum | 6055 |
| Range | 6054 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 12.68916521 |
|---|---|
| Coefficient of variation (CV) | 1.17654111 |
| Kurtosis | 41821.7867 |
| Mean | 10.78514393 |
| Median Absolute Deviation (MAD) | 6.688930975 |
| Skewness | 102.1367655 |
| Sum | 13749980 |
| Variance | 161.0149138 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.000e+00 1.500e+00 2.500e+00 3.500e+00 4.500e+00 ... 5.295e+02 5.475e+02 5.910e+02 8.035e+02 6.055e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 211299 | 16.6% | |
| 3 | 189402 | 14.9% | |
| 10 | 169325 | 13.3% | |
| 18 | 119852 | 9.4% | |
| 2 | 84014 | 6.6% | |
| 9 | 72303 | 5.7% | |
| 19 | 66530 | 5.2% | |
| 8 | 61206 | 4.8% | |
| 17 | 59765 | 4.7% | |
| 4 | 57600 | 4.5% | |
| Other values (308) | 183604 | 14.4% |
| Value | Count | Frequency (%) | |
| 1 | 19597 | 1.5% | |
| 2 | 84014 | 6.6% | |
| 3 | 189402 | 14.9% | |
| 4 | 57600 | 4.5% | |
| 5 | 3221 | 0.3% |
| Value | Count | Frequency (%) | |
| 6055 | 1 | < 0.1% | |
| 2279 | 1 | < 0.1% | |
| 1479 | 1 | < 0.1% | |
| 1452 | 1 | < 0.1% | |
| 825 | 1 | < 0.1% |
First rows
| Dir | Dport | DstAddr | dTos | Dur | Label | Proto | Sport | SrcAddr | SrcBytes | StartTime | State | sTos | TotBytes | TotPkts | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -> | 0 | 00:00:00:00:00:00 | -1.0 | 0.000000 | 0 | llc | 0 | 00:00:00:00:00:00 | 60 | 1970-01-01 01:00:00.000000 | INT | -1.0 | 60 | 1 |
| 1 | -> | 547 | ff02::1:2 | -1.0 | 3479.992676 | 0 | udp | 546 | fe80::6dd3:1409:3456:8562 | 9198 | 1970-01-01 01:00:06.524077 | INT | 0.0 | 9198 | 63 |
| 2 | -> | 0 | ff02::1:ff56:8562 | -1.0 | 0.000000 | 0 | ipv6-icmp | 135 | :: | 78 | 1970-01-01 01:00:06.653993 | NNS | 0.0 | 78 | 1 |
| 3 | -> | 0 | ff02::2 | -1.0 | 8.001393 | 0 | ipv6-icmp | 133 | fe80::6dd3:1409:3456:8562 | 210 | 1970-01-01 01:00:06.654046 | NRS | 0.0 | 210 | 3 |
| 4 | -> | 0 | ff02::16 | -1.0 | 0.500216 | 0 | ipv6-icmp | 143 | fe80::6dd3:1409:3456:8562 | 180 | 1970-01-01 01:00:06.654282 | MHR | 0.0 | 180 | 2 |
| 5 | <-> | 53 | 8.8.8.8 | 0.0 | 4.003234 | 1 | udp | 60071 | 10.0.2.102 | 152 | 1970-01-01 01:00:12.595887 | CON | 0.0 | 244 | 3 |
| 6 | -> | 53 | 4.4.4.4 | -1.0 | 3.004245 | 1 | udp | 60071 | 10.0.2.102 | 228 | 1970-01-01 01:00:13.593757 | INT | 0.0 | 228 | 3 |
| 7 | <-> | 53 | 8.8.8.8 | 0.0 | 0.001224 | 1 | udp | 55040 | 10.0.2.102 | 76 | 1970-01-01 01:00:16.599814 | CON | 0.0 | 180 | 2 |
| 8 | -> | 5355 | ff02::1:3 | -1.0 | 0.097591 | 0 | udp | 56744 | fe80::6dd3:1409:3456:8562 | 168 | 1970-01-01 01:02:32.956442 | INT | 0.0 | 168 | 2 |
| 9 | -> | 5355 | 224.0.0.252 | -1.0 | 0.097688 | 1 | udp | 64752 | 10.0.2.102 | 128 | 1970-01-01 01:02:32.956736 | INT | 0.0 | 128 | 2 |
Last rows
| Dir | Dport | DstAddr | dTos | Dur | Label | Proto | Sport | SrcAddr | SrcBytes | StartTime | State | sTos | TotBytes | TotPkts | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1274890 | -> | 8080 | 202.44.54.4 | 0.0 | 901.600342 | 0 | tcp | 49809 | 10.0.2.102 | 755 | 1970-01-07 10:19:35.747418 | RST | 0.0 | 1347 | 11 |
| 1274891 | -> | 8080 | 202.44.54.4 | 0.0 | 901.689575 | 0 | tcp | 49810 | 10.0.2.102 | 755 | 1970-01-07 10:34:37.348084 | RST | 0.0 | 1347 | 11 |
| 1274892 | -> | 547 | ff02::1:2 | -1.0 | 3479.460693 | 0 | udp | 546 | fe80::6dd3:1409:3456:8562 | 9198 | 1970-01-07 10:43:59.248623 | REQ | 0.0 | 9198 | 63 |
| 1274893 | -> | 8080 | 202.44.54.4 | 0.0 | 901.442688 | 0 | tcp | 49811 | 10.0.2.102 | 755 | 1970-01-07 10:49:39.037949 | RST | 0.0 | 1347 | 11 |
| 1274894 | -> | 8080 | 202.44.54.4 | 0.0 | 901.459656 | 0 | tcp | 49812 | 10.0.2.102 | 755 | 1970-01-07 11:04:40.480971 | RST | 0.0 | 1347 | 11 |
| 1274895 | -> | 8080 | 202.44.54.4 | 0.0 | 901.006653 | 0 | tcp | 49813 | 10.0.2.102 | 755 | 1970-01-07 11:19:41.941002 | RST | 0.0 | 1347 | 11 |
| 1274896 | -> | 8080 | 202.44.54.4 | 0.0 | 901.578491 | 0 | tcp | 49814 | 10.0.2.102 | 755 | 1970-01-07 11:34:42.947968 | RST | 0.0 | 1347 | 11 |
| 1274897 | -> | 547 | ff02::1:2 | -1.0 | 1350.547119 | 0 | udp | 546 | fe80::6dd3:1409:3456:8562 | 4088 | 1970-01-07 11:48:02.717418 | REQ | 0.0 | 4088 | 28 |
| 1274898 | -> | 8080 | 202.44.54.4 | 0.0 | 905.247253 | 0 | tcp | 49815 | 10.0.2.102 | 755 | 1970-01-07 11:49:44.526804 | RST | 0.0 | 1347 | 11 |
| 1274899 | -> | 8080 | 202.44.54.4 | 0.0 | 17.169039 | 0 | tcp | 49816 | 10.0.2.102 | 701 | 1970-01-07 12:04:49.751908 | FIN | 0.0 | 1239 | 9 |